Action Recognition

Vision-based Autonomous Retail Store

Deep Learning and Computer Vision system for real-time autonomous retail stores using only RGB cameras.

Bridging Distributional Discrepancy with Temporal Dynamics for Video Understanding

Invited talk by Dr. Jun-Cheng Chen at Academia Sinica

My Research Journey for Video Understanding

Invited talk by Prof. Yen-Yu Lin at NYCU

Bridging Distributional Discrepancy with Temporal Dynamics for Video Understanding

\[**Thesis**\] My Ph.D. Dissertation at Georgia Tech.

Activity Recognition with RNN and Temporal-ConvNet

Two methods (TS-LSTM and Temporal-Inception) to exploit spatiotemporal dynamics for activity recognition.

Temporal Attentive Alignment for Video Domain Adaptation

Cross-domain action recognition with new datasets and novel video-based DA approaches.

Temporal Attentive Alignment for Large-Scale Video Domain Adaptation

\[**ICCV 2019 (Oral)**\] Cross-domain action recognition with new datasets and novel attention-based DA approaches.

TS-LSTM and temporal-inception: Exploiting spatiotemporal dynamics for activity recognition

\[**SPIC 2019**\] Simple but effective CNN- and RNN-based approaches to exploit temporal dynamics for videos.

Depth and Skeleton Associated Action Recognition without Online Accessible RGB-D Cameras

\[**CVPR 2014**\] Multi-modal adaptation with multiple kernel learning for action recognition.